Pith Number

pith:ZB52IGIN

pith:2025:ZB52IGINCHDGUWRJEKG5IGPYMI

not attested not anchored not stored refs pending

PageLLM: A Multi-Grained Reward Framework for Whole-Page Optimization with Large Language Models

Dongjie Wang, Liang Wu, Xinyuan Wang, Yanjie Fu

arxiv:2506.09084 v2 · 2025-06-10 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZB52IGINCHDGUWRJEKG5IGPYMI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-26T01:02:26.886857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c87ba4190d11c66a5a29228dd419f8623bd31f63f90d1f090655a7c693bf07fe

Aliases

arxiv: 2506.09084 · arxiv_version: 2506.09084v2 · doi: 10.48550/arxiv.2506.09084 · pith_short_12: ZB52IGINCHDG · pith_short_16: ZB52IGINCHDGUWRJ · pith_short_8: ZB52IGIN

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZB52IGINCHDGUWRJEKG5IGPYMI \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c87ba4190d11c66a5a29228dd419f8623bd31f63f90d1f090655a7c693bf07fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e9f99772b0a073118b8811f002e2cfdb9b9368d516766b9ba515a64b0c6b824",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T08:05:42Z",
    "title_canon_sha256": "04ef404d648497aae067f3928babb78c28cdc46d00aecaa27dbd524117a279e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09084",
    "kind": "arxiv",
    "version": 2
  }
}